Testable Lambda: Working Effectively with Legacy Lambda

Transcript

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2. #AWSSummit #testlambda
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9. // dependencies var async = require('async'); var AWS = require('aws-sdk');

   var gm = require('gm') .subClass({ imageMagick: true }); // Enable ImageMagick integration. var util = require('util'); // constants var MAX_WIDTH = 100; var MAX_HEIGHT = 100; // get reference to S3 client var s3 = new AWS.S3(); exports.handler = function(event, context, callback) { // Read options from the event. console.log("Reading options from event:\n", util.inspect(event, {depth: 5})); var srcBucket = event.Records[0].s3.bucket.name; // Object key may have spaces or unicode non-ASCII characters. var srcKey = decodeURIComponent(event.Records[0].s3.object.key.replace(/\+/g, " ")); var dstBucket = srcBucket + "resized"; var dstKey = "resized-" + srcKey; // Sanity check: validate that source and destination are different buckets. if (srcBucket == dstBucket) { callback("Source and destination buckets are the same."); return; } // Infer the image type. var typeMatch = srcKey.match(/\.([^.]*)$/); if (!typeMatch) { callback("Could not determine the image type."); return; } var imageType = typeMatch[1]; if (imageType != "jpg" && imageType != "png") { callback('Unsupported image type: ${imageType}'); return; } // Download the image from S3, transform, and upload to a different S3 bucket. async.waterfall([ function download(next) { // Download the image from S3 into a buffer. s3.getObject({ Bucket: srcBucket, Key: srcKey }, next); }, function transform(response, next) { gm(response.Body).size(function(err, size) { // Infer the scaling factor to avoid stretching the image unnaturally. var scalingFactor = Math.min( MAX_WIDTH / size.width, MAX_HEIGHT / size.height ); var width = scalingFactor * size.width; var height = scalingFactor * size.height; // Transform the image buffer in memory. this.resize(width, height) .toBuffer(imageType, function(err, buffer) { if (err) { next(err); } else { next(null, response.ContentType, buffer); } }); }); }, function upload(contentType, data, next) { // Stream the transformed image to a different S3 bucket. s3.putObject({ Bucket: dstBucket, Key: dstKey, Body: data, ContentType: contentType }, next); } ], function (err) { if (err) { console.error( 'Unable to resize ' + srcBucket + '/' + srcKey + ' and upload to ' + dstBucket + '/' + dstKey + ' due to an error: ' + err ); } else { console.log( 'Successfully resized ' + srcBucket + '/' + srcKey + ' and uploaded to ' + dstBucket + '/' + dstKey ); } callback(null, "message"); } ); }; w ߦͷίʔυɺͭͷؔ਺
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10. // dependencies var async = require('async'); var AWS = require('aws-sdk');

    var gm = require('gm') .subClass({ imageMagick: true }); // Enable ImageMagick integration. var util = require('util'); // constants var MAX_WIDTH = 100; var MAX_HEIGHT = 100; // get reference to S3 client var s3 = new AWS.S3(); exports.handler = function(event, context, callback) { // Read options from the event. console.log("Reading options from event:\n", util.inspect(event, {depth: 5})); var srcBucket = event.Records[0].s3.bucket.name; // Object key may have spaces or unicode non-ASCII characters. var srcKey = decodeURIComponent(event.Records[0].s3.object.key.replace(/\+/g, " ")); var dstBucket = srcBucket + "resized"; var dstKey = "resized-" + srcKey;

11. var dstBucket = srcBucket + "resized"; var dstKey = "resized-"

    + srcKey; // Sanity check: validate that source and destination are different buckets. if (srcBucket == dstBucket) { callback("Source and destination buckets are the same."); return; } // Infer the image type. var typeMatch = srcKey.match(/\.([^.]*)$/); if (!typeMatch) { callback("Could not determine the image type."); return; } var imageType = typeMatch[1]; if (imageType != "jpg" && imageType != "png") { callback('Unsupported image type: ${imageType}'); return; } // Download the image from S3, transform, and upload to a different S3 bucket. async.waterfall([ function download(next) { // Download the image from S3 into a buffer.

12. // Download the image from S3, transform, and upload to

    a different S3 bucket. async.waterfall([ function download(next) { // Download the image from S3 into a buffer. s3.getObject({ Bucket: srcBucket, Key: srcKey }, next); }, function transform(response, next) { gm(response.Body).size(function(err, size) { // Infer the scaling factor to avoid stretching the image unnaturally. var scalingFactor = Math.min( MAX_WIDTH / size.width, MAX_HEIGHT / size.height ); var width = scalingFactor * size.width; var height = scalingFactor * size.height; // Transform the image buffer in memory. this.resize(width, height) .toBuffer(imageType, function(err, buffer) { if (err) { next(err);

13. // Transform the image buffer in memory. this.resize(width, height) .toBuffer(imageType,

    function(err, buffer) { if (err) { next(err); } else { next(null, response.ContentType, buffer); } }); }); }, function upload(contentType, data, next) { // Stream the transformed image to a different S3 bucket. s3.putObject({ Bucket: dstBucket, Key: dstKey, Body: data, ContentType: contentType }, next); } ], function (err) { if (err) { console.error(

14. Bucket: dstBucket, Key: dstKey, Body: data, ContentType: contentType }, next);

    } ], function (err) { if (err) { console.error( 'Unable to resize ' + srcBucket + '/' + srcKey + ' and upload to ' + dstBucket + '/' + dstKey + ' due to an error: ' + err ); } else { console.log( 'Successfully resized ' + srcBucket + '/' + srcKey + ' and uploaded to ' + dstBucket + '/' + dstKey ); } callback(null, "message"); } ); };

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18. AWSTemplateFormatVersion: '2010-09-09' Transform: AWS::Serverless-2016-10-31 Description: Image resize example Resources: SourceBucket:

    Type: AWS::S3::Bucket Properties: BucketName: images DestinationBucket: Type: AWS::S3::Bucket Properties: BucketName: imagesresized ProcessorFunction: Type: AWS::Serverless::Function Properties: Handler: index.handler Runtime: nodejs6.10 CodeUri: ./code Policies: AmazonS3FullAccess Events: ImageUpload: Type: S3 Properties: Bucket: !Ref SourceBucket Events: s3:ObjectCreated:* ςετखॱॻ
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29. $ SERVICES=s3 make infra . .venv/bin/activate; PYTHONPATH=. exec localstack/mock/infra.py Starting

    local dev environment. CTRL-C to quit. Starting mock S3 (port 4572)... Ready. $ aws --endpoint-url=http://localhost:4572 s3 ls $ aws --endpoint-url=http://localhost:4572 s3 mb s3://my-test-bucket make_bucket: my-test-bucket $ aws --endpoint-url=http://localhost:4572 s3 ls 2006-02-04 01:45:09 my-test-bucket $ aws --endpoint-url=http://localhost:4572 s3 cp ~/hoge.png s3://my-test-bucket upload: hoge.png to s3://my-test-bucket/hoge.png $ aws --endpoint-url=http://localhost:4572 s3 ls s3://my-test-bucket 2017-06-02 11:39:22 7538 hoge.png MPDBMTUBDL
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30. const assert = require('assert'); const fs = require('fs'); const path

    = require('path'); const AWS = require('aws-sdk'); const s3 = new AWS.S3({ s3ForcePathStyle: true, logger: console, endpoint: new AWS.Endpoint('http://localhost:4572') }); describe('localstack learning', () => { before(() => { return s3.createBucket({Bucket: 'test-bucket'}).promise().then(() => { return s3.putObject({ Bucket: 'test-bucket', Key: 'TQ_LOGO.png', ContentType: 'image/png', Body: fs.readFileSync(path.join(__dirname, '..', 'fixtures', 'TQ_LOGO.png')) }).promise(); }); }); it('s3.getObject', () => { return s3.getObject({Bucket: 'test-bucket', Key: 'TQ_LOGO.png'}).promise().then((res) => { assert(res); }); }); });
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31. const assert = require('assert'); const fs = require('fs'); const path

    = require('path'); const AWS = require('aws-sdk'); const s3 = new AWS.S3({ s3ForcePathStyle: true, logger: console, endpoint: new AWS.Endpoint('http://localhost:4572') }); describe('localstack learning', () => { before(() => { return s3.createBucket({Bucket: 'test-bucket'}).promise().then(() => { return s3.putObject({ Bucket: 'test-bucket', Key: 'TQ_LOGO.png', ContentType: 'image/png', Body: fs.readFileSync(path.join(__dirname, '..', 'fixtures', 'TQ_LOGO.png')) }).promise(); }); }); it('s3.getObject', () => { return s3.getObject({Bucket: 'test-bucket', Key: 'TQ_LOGO.png'}).promise().then((res) => { assert(res); }); }); }); endpoint を localstack に 向けるだけ！ S3 のバケット URL をパス形式に変えておく （ハマりポイント）

32. const assert = require('assert'); const fs = require('fs'); const path

    = require('path'); const AWS = require('aws-sdk'); const s3 = new AWS.S3({ s3ForcePathStyle: true, logger: console, endpoint: new AWS.Endpoint('http://localhost:4572') }); describe('localstack learning', () => { before(() => { return s3.createBucket({Bucket: 'test-bucket'}).promise().then(() => { return s3.putObject({ Bucket: 'test-bucket', Key: 'TQ_LOGO.png', ContentType: 'image/png', Body: fs.readFileSync(path.join(__dirname, '..', 'fixtures', 'TQ_LOGO.png')) }).promise(); }); }); it('s3.getObject', () => { return s3.getObject({Bucket: 'test-bucket', Key: 'TQ_LOGO.png'}).promise().then((res) => { assert(res); }); }); }); aws-sdk の Promise 機能をモリモリ試す

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35. var MAX_HEIGHT = 100; // get reference to S3 client

    var s3; if (process.env.NODE_ENV === 'production') { s3 = new AWS.S3(); } else { s3 = new AWS.S3({ s3ForcePathStyle: true, logger: console, endpoint: new AWS.Endpoint('http://localhost:4572') }); } exports.handler = function(event, context, callback) { // Read options from the event.
    
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37. var AWS = require('aws-sdk'); var s3 = new AWS.S3(); var

    onObjectCreated = require('./on-object-created'); exports.handler = function(event, context, callback) { onObjectCreated({s3, event, callback}); };
    
    ॲཧຊମΛผϞδϡʔϧʹग़͠ɺҾ਺Λ઀߹෦ʹ͢Δ ( 0 0 % // dependencies var async = require('async'); var gm = require('gm') .subClass({ imageMagick: true }); // Enable ImageMagick integration. var util = require('util'); // constants var MAX_WIDTH = 100; var MAX_HEIGHT = 100; module.exports = function({s3, event, callback}) { // Read options from the event. console.log("Reading options from event:\n", util.inspect(event, {depth: 5})); var srcBucket = event.Records[0].s3.bucket.name; ৽نϑΝΠϧ
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38. const assert = require('assert'); const AWS = require('aws-sdk'); const s3

    = new AWS.S3({s3ForcePathStyle: true, endpoint: new AWS.Endpoint('http://localhost:4572')}); const onObjectCreated = require('../on-object-created'); describe('localstack based test suite for happy path cases', () => { let now, event; beforeEach(() => { now = new Date().getTime(); event = { Records: [ { s3: { bucket: { name: `test-bucket-${now}` }, object: { key: `TQ_LOGO_${now}.png` } } } ] }; return s3.createBucket({Bucket: `test-bucket-${now}`}).promise() .then(() => s3.createBucket({Bucket: `test-bucket-${now}resized`}).promise()) .then(() => s3.putObject({ Bucket: `test-bucket-${now}`, Key: `TQ_LOGO_${now}.png`, ContentType: 'image/png', Body: fs.readFileSync(path.join(__dirname, '..', 'fixtures', 'TQ_LOGO.png')) }).promise()); }); it('onObjectCreated callback', () => { return new Promise((resolve, reject) => { const callback = (err, message) => err ? reject(err) : resolve(message); onObjectCreated({s3, event, callback}); }).then((message) => { assert(/^message/.test(message)); }); }); ͜ΕͰςετ͕ॻ͚Δ

39. const assert = require('assert'); const AWS = require('aws-sdk'); const s3

    = new AWS.S3({s3ForcePathStyle: true, endpoint: new AWS.Endpoint('http://localhost:4572')}); const onObjectCreated = require('../on-object-created'); describe('localstack based test suite for happy path cases', () => { let now, event; beforeEach(() => { now = new Date().getTime(); event = { Records: [ { s3: { bucket: { name: `test-bucket-${now}` }, object: { key: `TQ_LOGO_${now}.png` } } } ] }; return s3.createBucket({Bucket: `test-bucket-${now}`}).promise() .then(() => s3.createBucket({Bucket: `test-bucket-${now}resized`}).promise()) .then(() => s3.putObject({ Bucket: `test-bucket-${now}`, Key: `TQ_LOGO_${now}.png`, ContentType: 'image/png', Body: fs.readFileSync(path.join(__dirname, '..', 'fixtures', 'TQ_LOGO.png')) }).promise()); }); it('onObjectCreated callback', () => { return new Promise((resolve, reject) => { const callback = (err, message) => err ? reject(err) : resolve(message); onObjectCreated({s3, event, callback}); }).then((message) => { assert(/^message/.test(message)); }); }); ઀߹෦Λ׆༻ͯ͠ςετΛॻ͘

40. Body: fs.readFileSync(path.join(__dirname, '..', 'fixtures', 'TQ_LOGO.png')) }).promise()); }); it('onObjectCreated callback', ()

    => { return new Promise((resolve, reject) => { const callback = (err, message) => err ? reject(err) : resolve(message); onObjectCreated({s3, event, callback}); }).then((message) => { assert(/^message/.test(message)); }); }); it('onObjectCreated creates and puts thumbnail into destination bucket', () => { return new Promise((resolve, reject) => { const callback = (err, message) => err ? reject(err) : resolve(message); onObjectCreated({s3, event, callback}); }) .then(() => { return s3.waitFor('objectExists', { Bucket: `test-bucket-${now}resized`, Key: `resized-TQ_LOGO_${now}.png` }).promise(); }) .then((data) => { assert(data); }); }); });

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42. Agenda ݱঢ়֬ೝ
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43. module.exports = function({s3, event, callback}) { // Read options from

    the event. console.log("Reading options from event:\n", util.inspect(event, {depth: 5})); var srcBucket = event.Records[0].s3.bucket.name; // Object key may have spaces or unicode non-ASCII characters. var srcKey = decodeURIComponent(event.Records[0].s3.object.key.replace(/\+/g, " ")); var dstBucket = srcBucket + "resized"; var dstKey = "resized-" + srcKey; // Sanity check: validate that source and destination are different buckets. if (srcBucket == dstBucket) { callback("Source and destination buckets are the same."); return; } // Infer the image type. var typeMatch = srcKey.match(/\.([^.]*)$/); if (!typeMatch) { callback("Could not determine the image type."); return; } var imageType = typeMatch[1]; if (imageType != "jpg" && imageType != "png") { callback('Unsupported image type: ${imageType}'); return; } IUUQTHJUIVCDPNUXBEBDPWFSMBZFM ݱঢ়֬ೝͷͨΊΧόϨοδଌఆ

44. IUUQTHJUIVCDPNUXBEBDPWFSMBZFM // Transform the image buffer in memory. this.resize(width, height)

    .toBuffer(imageType, function(err, buffer) { if (err) { next(err); } else { next(null, response.ContentType, buffer); } }); }); }, function upload(contentType, data, next) { // Stream the transformed image to a different S3 bucket. s3.putObject({ Bucket: dstBucket, Key: dstKey, Body: data, ContentType: contentType }, next); } ], function (err) { if (err) { console.error( 'Unable to resize ' + srcBucket + '/' + srcKey + ' and upload to ' + dstBucket + '/' + dstKey + ' due to an error: ' + err ); ྫ֎ܥ͕ςετ͞Εͯͳ͍͜ͱ͕Θ͔Δ

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46. medium small ઌఔॻ͍ͨ
    MPDBMTUBDL
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    αΠζͱఆٛ͢Δ MPDBMTUBDL
    ͢Βඞཁͳ͍
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    TNBMM
    αΠζͱߟ͑Δ

47. const assert = require('assert'); const onObjectCreated = require('../on-object-created'); describe('small sized

    test suite for exceptional cases:', () => { it('file without extension', () => { const event = { Records: [ { s3: { bucket: { name: `test-bucket` }, object: { key: `TQ_LOGO` } } } ] }; onObjectCreated({event, callback: (err, message) => { assert(err === 'Could not determine the image type.'); }}); }); it('extension is not `.png` nor `.jpg`', () => { const event = { Records: [ { s3: { bucket: { name: `test-bucket` }, object: { key: `TQ_LOGO.txt` } } } ] }; onObjectCreated({event, callback: (err, message) => { assert(err === 'Unsupported image type: txt'); }}); }); }); MPDBMTUBDL
    ͢Β࢖Θͳ͍
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    UFTU
    Ͱྫ֎ܥΛςετ͢Δ

48. IUUQTHJUIVCDPNQPXFSBTTFSUKTQPXFSBTTFSU > mocha --require intelli-espower-loader 'test/small/**/*.js' small sized test suite

    for exceptional cases: ✓ file without extension 1) extension is not `.png` nor `.jpg` 1 passing (47ms) 1 failing 1) small sized test suite for exceptional cases: extension is not `.png` nor `.jpg`: AssertionError: # test/small/exceptional_cases_test.js:25 assert(err === 'Unsupported image type: txt') | | | false "Unsupported image type: ${imageType}" --- [string] 'Unsupported image type: txt' +++ [string] err @@ -21,7 +21,16 @@ pe: -txt +${imageType} ＿人人人人人人人人人人＿ ＞ 突然のテスト失敗 ＜ ￣ＹＹＹＹＹＹＹＹＹＹ￣

49. IUUQTHJUIVCDPNQPXFSBTTFSUKTQPXFSBTTFSU > mocha --require intelli-espower-loader 'test/small/**/*.js' small sized test suite

    for exceptional cases: ✓ file without extension 1) extension is not `.png` nor `.jpg` 1 passing (47ms) 1 failing 1) small sized test suite for exceptional cases: extension is not `.png` nor `.jpg`: AssertionError: # test/small/exceptional_cases_test.js:25 assert(err === 'Unsupported image type: txt') | | | false "Unsupported image type: ${imageType}" --- [string] 'Unsupported image type: txt' +++ [string] err @@ -21,7 +21,16 @@ pe: -txt +${imageType}
    ڭ܇
    ςετͯ͠ͳ͍ίʔυ͸ಈ͔ͳ͍ if (imageType != "jpg" && imageType != "png") { callback('Unsupported image type: ${imageType}'); return; }

50. medium small large σϓϩΠΛߦ͍
    ຊ෺ͷ
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    Λ࢖͏ςετΛ
    MBSHF
    αΠζͱߟ͑Δ

51. AWSTemplateFormatVersion: '2010-09-09' Transform: AWS::Serverless-2016-10-31 Description: Image resize example Resources: SourceBucket:

    Type: AWS::S3::Bucket Properties: BucketName: test-{{branchName}} DestinationBucket: Type: AWS::S3::Bucket Properties: BucketName: test-{{branchName}}resized ProcessorFunction: Type: AWS::Serverless::Function Properties: Handler: index.handler Runtime: nodejs6.10 CodeUri: ./code Policies: AmazonS3FullAccess Events: ImageUpload: Type: S3 Properties: Bucket: !Ref SourceBucket Events: s3:ObjectCreated:* ϒϥϯνຖʹҟͳΔ؀ڥΛ࡞Δ 手に馴染んだテンプレートエンジンを使って SAM 定義をブランチ毎に生成する

52. const assert = require('assert'); const fs = require('fs'); const path

    = require('path'); const AWS = require('aws-sdk'); const s3 = new AWS.S3({ logger: console }); const execSync = require('child_process').execSync; const branch = execSync('git rev-parse --abbrev-ref @').toString().replace(/\n$/, ''); describe('large sized test suite', () => { it('happy path', () => { const now = new Date().getTime(); return Promise.resolve() .then(() => { return s3.putObject({ Bucket: `test-${branch}`, Key: `TQ_LOGO_${now}.png`, Body: fs.readFileSync(path.join(__dirname, '..', 'fixtures', 'TQ_LOGO.png')), ContentType: 'image/png' }).promise(); }) .then(() => { return s3.waitFor('objectExists', { Bucket: `test-${branch}resized`, Key: `resized-TQ_LOGO_${now}.png` }).promise(); }) .then((data) => { assert(data); }); }); });
    MBSHF
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53. MBSHF NFEJVN TNBMM σϓϩΠࠐΈͰ
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54. Agenda ݱঢ়֬ೝ
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55. IUUQTUIMJHIUDPNCMPHVODMFCPCUIFDMFBOBSDIJUFDUVSFIUNM ςελϏϦςΟ͕୲อ͞ΕͨͷͰɺ಺෦͸վળ͠์୊

56. IUUQRJJUBDPN,PLVEPSJJUFNTBDGBC όάͱྫ֎Λ੾Γ෼͚Δ -BNCEB͸ϋϯυϦϯά͕ಛघ

57. const gm = require('gm').subClass({ imageMagick: true }); const util =

    require('util'); const resize = require('./resize'); module.exports = function onObjectCreated ({s3, event, callback}) { console.log('Reading options from event:\n', util.inspect(event, {depth: 5})); const srcBucket = event.Records[0].s3.bucket.name; const srcKey = decodeURIComponent(event.Records[0].s3.object.key.replace(/\+/g, ' ')); const dstBucket = srcBucket + 'resized'; const dstKey = 'resized-' + srcKey; resize({s3, gm, srcBucket, srcKey, dstBucket, dstKey}) .then((message) => { console.log(message); callback(null, message); }) .catch((err) => { const message = `Unable to resize ${srcBucket}/${srcKey} and upload to ${dstBucket}/ ${dstKey} due to an error: ${err}`; console.error(message); callback(null, message); }); };
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58. ଟஈࣜΤϥʔϓϧʔϑ IUUQPSHBDIFNIBUFOBCMPHDPNFOUSZ

59. l؂ࢹͱ͸ܧଓతͳςετͰ͋Δz IUUQEFWFMPQFSDZCP[VDPKQBSDIJWFTLB[VIPDSPOMPHGIUNM CZ
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60. IUUQTNBSUJOGPXMFSDPNBSUJDMFTRBJOQSPEVDUJPOIUNM 2"
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61. IUUQUXBEBIBUFOBCMPHKQFOUSZEFCVHHJOHUFTUT ຊ൪؀ڥͷෆ۩߹Λςετʹࣸ͠औΔ

62. medium small large XL ຊ෺ͷαʔϏεؒ࿈ܞΛ
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63. NJDSPTFSWJDF
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64. $POTVNFS
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65. 1BDU IUUQTHJUIVCDPNSFBMFTUBUFDPNBVQBDU

66. $POTVNFS
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67. ͦͷ૝ఆΛ
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68. 1BDU
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69. ·ͱΊ w ϕετϓϥΫςΟε͸·ͩͳ͍
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    w ӡ༻؂ࢹ΋ςετͱߟ͑Δ

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